SOTAVerified

Object Detection

Papers

Showing 20112020 of 10957 papers

TitleStatusHype
Label-Efficient 3D Object Detection For Road-Side Units0
Better Monocular 3D Detectors with LiDAR from the PastCode1
Retrieval-Augmented Open-Vocabulary Object DetectionCode1
Detecting Every Object from EventsCode1
3D-COCO: extension of MS-COCO dataset for image detection and 3D reconstruction modules0
MOSE: Boosting Vision-based Roadside 3D Object Detection with Scene Cues0
Few-Shot Object Detection: Research Advances and Challenges0
MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object DetectionCode1
Hyperbolic Learning with Synthetic Captions for Open-World Detection0
AirShot: Efficient Few-Shot Detection for Autonomous ExplorationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified